Table 4.
Model performance summary for different Sequence lengths.
| Sequence Length | Duration | Trainable Parameter |
|---|---|---|
| 360 | 16 h 15 min | 139,884 |
| 300 | 6 h 33 min | 132,204 |
| 240 | 5 h 17 min | 124,524 |
| 180 | 4 h 56 min | 116,844 |
| 120 | 4 h 3 min | 109,164 |
| 90 | 2 h 45 min | 105,580 |
| 60 | 3 h 55 min | 101,484 |
| 10 | 1 h 12 min | 95,340 |